6+
Years in Research
2+
Papers Published
5+
Students Supervised
£1k+
Funding Secured
University of Liverpool
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Lead and contributed to projects with academic, industrial, and governmental partners, including logistics modelling, automated literature analysis, Bayesian modelling, and uncertainty quantification.
IBM Research UK
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Implemented numerical Bayesian inference techniques in PyTorch, optimised for GPU architectures.
University of Liverpool
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Thesis on advanced numerical Bayesian inference techniques that rival MCMC. Methods deployed in high-performance and opportunistic compute environments. Funded by the CDT in Distributed Algorithms and IBM Research UK.
University of Liverpool
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PhD research in advanced Bayesian inference methods. Collaborated with industrial partners, delivered lectures, and served as a demonstrator.
University of Liverpool
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Thesis investigated using FPGAs to accelerate financial options pricing algorithms, completed with Xilinx as the industrial sponsor. Received a studentship from the STFC Hartree Centre and was awarded the Ann Maybrey Prize.
University of Hull
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Thesis investigated the application of the Taylor Rule to current economic policy. Awarded the Avenues Prize.
2024-2025 · Lead
Designed a novel SMC variant for opportunistic computing environments; integrated into open-source PySMC library.
2023 · Supervised
Supervised MSc project on probabilistic damage detection in civil structures.
Bayesian Inference for Opportunistic Compute
£1,000 · 2024-2025
University of Liverpool · May 2023 - May 2024
University of Liverpool · Oct 2022 - May 2024
University of Liverpool · Oct 2019 - May 2024
University of Liverpool · Oct 2019 - May 2024
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